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基于转录组测序和网络药理学的方法揭示脊川健对帕金森病的作用及机制。

Transcriptome sequencing and network pharmacology-based approach to reveal the effect and mechanism of Ji Chuan Jian against Parkinson's disease.

机构信息

Department of Neurology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China.

School of Chinese Medicine, School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China.

出版信息

BMC Complement Med Ther. 2023 Jun 3;23(1):182. doi: 10.1186/s12906-023-03999-6.

Abstract

BACKGROUND

Ji Chuan Jian (JCJ), a classic Traditional Chinese Medicine (TCM) formula, has been widely applied in treating Parkinson's disease (PD) in China, However, the interaction of bioactive compounds from JCJ with the targets involved in PD remains elusive.

METHODS

Based on the transcriptome sequencing and network pharmacology approaches, the chemical compounds of JCJ and gene targets for treating PD were identified. Then, the Protein-protein interaction (PPI) and "Compound-Disease-Target" (C-D-T) network were constructed by using of Cytoscape. Gene Ontology (GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were applied to these target proteins. Finally, AutoDock Vina was used for applying molecular docking.

RESULTS

In the present study, a total number of 2669 differentially expressed genes (DEGs) were identified between PD and healthy controls using whole transcriptome RNA sequencing. Then, 260 targets of 38 bioactive compounds in JCJ were identified. Of these targets, 47 were considered PD-related targets. Based on the PPI degree, the top 10 targets were identified. In C-D-T network analysis, the most important anti-PD bioactive compounds in JCJ were determined. Molecular docking revealed that potential PD-related targets, matrix metalloproteinases-9 (MMP9) were more stably bound with naringenin, quercetin, baicalein, kaempferol and wogonin.

CONCLUSION

Our study preliminarily investigated the bioactive compounds, key targets, and potential molecular mechanism of JCJ against PD. It also provided a promising approach for identifying the bioactive compounds in TCM as well as a scientific basis for further elucidating the mechanism of TCM formulae in treating diseases.

摘要

背景

基于转录组测序和网络药理学方法,鉴定了积川健(JCJ)的化学成分和治疗帕金森病(PD)的基因靶点。然后,利用 Cytoscape 构建蛋白质-蛋白质相互作用(PPI)和“化合物-疾病-靶点”(C-D-T)网络。应用基因本体论(GO)富集分析和京都基因与基因组百科全书(KEGG)通路富集分析对这些靶蛋白进行分析。最后,应用 AutoDock Vina 进行分子对接。

结果

本研究采用全转录组 RNA 测序技术,在 PD 与健康对照组之间鉴定出 2669 个差异表达基因(DEGs)。然后,从 JCJ 中鉴定出 38 种生物活性化合物的 260 个靶点。其中,47 个被认为是与 PD 相关的靶点。根据 PPI 程度,确定了前 10 个靶点。在 C-D-T 网络分析中,确定了 JCJ 中最重要的抗 PD 生物活性化合物。分子对接结果显示,潜在的 PD 相关靶点基质金属蛋白酶-9(MMP9)与柚皮素、槲皮素、白杨素、山奈酚和黄芩素的结合更为稳定。

结论

本研究初步探讨了 JCJ 治疗 PD 的生物活性化合物、关键靶点和潜在的分子机制,为进一步阐明中药配方治疗疾病的机制提供了科学依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0fb/10239169/61be542a3abf/12906_2023_3999_Fig1_HTML.jpg

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